Time Series Analysis

Semesterproject - GEO880 Comuptational Movement analysis - spring semester 2022

Time series forecasting with multiple seasonality.

Explorations on seasonality: sunrise/sunset, birth, traveling waves

This repository is a combination of ML methods for seasnality forecasting

Doing predictions of sales for Qatar-based user. Used timeseries, seasonal decomposition and sentiment analysis. Goal was to visualize sales, find connections between hundreds of independent variables and sales and to make the sales of the company and make them better.

Taxi demand forecasting for the next hour , given historical data, as well as calendar signs, previous values, and a moving average.

Final Project for a Mathematical Biology course

App: Hodrick–Prescott filter for seasonality decomposition with Microsoft stock price time series data.

Analysis of seasonal habitat-use patterns of Aldabra giant tortoises of Aldabra Atoll, Seychelles using temporary emigration models.

MACHINE LEARNING AND DEEP LEARNING

Прогнозирование спроса на такси

In this project I created a notebook that contains data preparation, analysis, and visualizations for all the time series data that a mock company would need to understand including: Visual depictions of seasonality (as measured by Google Search traffic) that are of interest to the company. An evaluation of how the company stock price correlates…

This model predicts furniture sales on account of 4 year sales record.

An open-source package written in Julia for seasonal plants epidemics

This project is to analyze and compare Airbnb listing price in Boston and Seattle, to find any trends, and to identify what factors affect the Airbnb listing price.

A real world data analysis and time series forecasting using FB Prophet #3

Time series forecasting techniques to predict TESLA's stock price

Analyses of moth community dataset collected by L. Rezbanyai-Reser in Switzerland -- INSECT project